Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 43824 |
| Missing cells | 2067 |
| Missing cells (%) | 0.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.3 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 2 |
Reproduction
| Analysis started | 2023-12-06 23:02:24.759124 |
|---|---|
| Analysis finished | 2023-12-06 23:02:37.063661 |
| Duration | 12.3 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
No
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 43824 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21912.5 |
| Minimum | 1 |
|---|---|
| Maximum | 43824 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2192.15 |
| Q1 | 10956.75 |
| median | 21912.5 |
| Q3 | 32868.25 |
| 95-th percentile | 41632.85 |
| Maximum | 43824 |
| Range | 43823 |
| Interquartile range (IQR) | 21911.5 |
Descriptive statistics
| Standard deviation | 12651.043 |
|---|---|
| Coefficient of variation (CV) | 0.57734368 |
| Kurtosis | -1.2 |
| Mean | 21912.5 |
| Median Absolute Deviation (MAD) | 10956 |
| Skewness | 0 |
| Sum | 9.602934 × 108 |
| Variance | 1.600489 × 108 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 29220 | 1 | < 0.1% |
| 29212 | 1 | < 0.1% |
| 29213 | 1 | < 0.1% |
| 29214 | 1 | < 0.1% |
| 29215 | 1 | < 0.1% |
| 29216 | 1 | < 0.1% |
| 29217 | 1 | < 0.1% |
| 29218 | 1 | < 0.1% |
| 29219 | 1 | < 0.1% |
| Other values (43814) | 43814 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 43824 | 1 | |
| 43823 | 1 | |
| 43822 | 1 | |
| 43821 | 1 | |
| 43820 | 1 | |
| 43819 | 1 | |
| 43818 | 1 | |
| 43817 | 1 | |
| 43816 | 1 | |
| 43815 | 1 |
year
Categorical
UNIFORM 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 342.5 KiB |
| 2012 | |
|---|---|
| 2010 | |
| 2011 | |
| 2013 | |
| 2014 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 175296 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2010 |
|---|---|
| 2nd row | 2010 |
| 3rd row | 2010 |
| 4th row | 2010 |
| 5th row | 2010 |
Common Values
| Value | Count | Frequency (%) |
| 2012 | 8784 | |
| 2010 | 8760 | |
| 2011 | 8760 | |
| 2013 | 8760 | |
| 2014 | 8760 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2012 | 8784 | |
| 2010 | 8760 | |
| 2011 | 8760 | |
| 2013 | 8760 | |
| 2014 | 8760 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 52608 | |
| 0 | 52584 | |
| 1 | 52584 | |
| 3 | 8760 | 5.0% |
| 4 | 8760 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 175296 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 52608 | |
| 0 | 52584 | |
| 1 | 52584 | |
| 3 | 8760 | 5.0% |
| 4 | 8760 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 175296 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 52608 | |
| 0 | 52584 | |
| 1 | 52584 | |
| 3 | 8760 | 5.0% |
| 4 | 8760 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 175296 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 52608 | |
| 0 | 52584 | |
| 1 | 52584 | |
| 3 | 8760 | 5.0% |
| 4 | 8760 | 5.0% |
month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5235487 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4485725 |
|---|---|
| Coefficient of variation (CV) | 0.52863443 |
| Kurtosis | -1.2078571 |
| Mean | 6.5235487 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0095266123 |
| Sum | 285888 |
| Variance | 11.892652 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3720 | |
| 3 | 3720 | |
| 5 | 3720 | |
| 7 | 3720 | |
| 8 | 3720 | |
| 10 | 3720 | |
| 12 | 3720 | |
| 4 | 3600 | |
| 6 | 3600 | |
| 9 | 3600 | |
| Other values (2) | 6984 |
| Value | Count | Frequency (%) |
| 1 | 3720 | |
| 2 | 3384 | |
| 3 | 3720 | |
| 4 | 3600 | |
| 5 | 3720 | |
| 6 | 3600 | |
| 7 | 3720 | |
| 8 | 3720 | |
| 9 | 3600 | |
| 10 | 3720 |
| Value | Count | Frequency (%) |
| 12 | 3720 | |
| 11 | 3600 | |
| 10 | 3720 | |
| 9 | 3600 | |
| 8 | 3720 | |
| 7 | 3720 | |
| 6 | 3600 | |
| 5 | 3720 | |
| 4 | 3600 | |
| 3 | 3720 |
day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.72782 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.7994247 |
|---|---|
| Coefficient of variation (CV) | 0.55948151 |
| Kurtosis | -1.1938547 |
| Mean | 15.72782 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0069122681 |
| Sum | 689256 |
| Variance | 77.429876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1440 | 3.3% |
| 2 | 1440 | 3.3% |
| 28 | 1440 | 3.3% |
| 27 | 1440 | 3.3% |
| 26 | 1440 | 3.3% |
| 25 | 1440 | 3.3% |
| 24 | 1440 | 3.3% |
| 23 | 1440 | 3.3% |
| 22 | 1440 | 3.3% |
| 21 | 1440 | 3.3% |
| Other values (21) | 29424 |
| Value | Count | Frequency (%) |
| 1 | 1440 | |
| 2 | 1440 | |
| 3 | 1440 | |
| 4 | 1440 | |
| 5 | 1440 | |
| 6 | 1440 | |
| 7 | 1440 | |
| 8 | 1440 | |
| 9 | 1440 | |
| 10 | 1440 |
| Value | Count | Frequency (%) |
| 31 | 840 | |
| 30 | 1320 | |
| 29 | 1344 | |
| 28 | 1440 | |
| 27 | 1440 | |
| 26 | 1440 | |
| 25 | 1440 | |
| 24 | 1440 | |
| 23 | 1440 | |
| 22 | 1440 |
hour
Real number (ℝ)
ZEROS 
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.5 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 1826 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5.75 |
| median | 11.5 |
| Q3 | 17.25 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 6.9222655 |
|---|---|
| Coefficient of variation (CV) | 0.60193613 |
| Kurtosis | -1.2041744 |
| Mean | 11.5 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0 |
| Sum | 503976 |
| Variance | 47.91776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1826 | 4.2% |
| 1 | 1826 | 4.2% |
| 22 | 1826 | 4.2% |
| 21 | 1826 | 4.2% |
| 20 | 1826 | 4.2% |
| 19 | 1826 | 4.2% |
| 18 | 1826 | 4.2% |
| 17 | 1826 | 4.2% |
| 16 | 1826 | 4.2% |
| 15 | 1826 | 4.2% |
| Other values (14) | 25564 |
| Value | Count | Frequency (%) |
| 0 | 1826 | |
| 1 | 1826 | |
| 2 | 1826 | |
| 3 | 1826 | |
| 4 | 1826 | |
| 5 | 1826 | |
| 6 | 1826 | |
| 7 | 1826 | |
| 8 | 1826 | |
| 9 | 1826 |
| Value | Count | Frequency (%) |
| 23 | 1826 | |
| 22 | 1826 | |
| 21 | 1826 | |
| 20 | 1826 | |
| 19 | 1826 | |
| 18 | 1826 | |
| 17 | 1826 | |
| 16 | 1826 | |
| 15 | 1826 | |
| 14 | 1826 |
pm2.5
Real number (ℝ)
MISSING 
| Distinct | 581 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 2067 |
| Missing (%) | 4.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.613215 |
| Minimum | 0 |
|---|---|
| Maximum | 994 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 29 |
| median | 72 |
| Q3 | 137 |
| 95-th percentile | 284 |
| Maximum | 994 |
| Range | 994 |
| Interquartile range (IQR) | 108 |
Descriptive statistics
| Standard deviation | 92.050387 |
|---|---|
| Coefficient of variation (CV) | 0.9334488 |
| Kurtosis | 4.7689333 |
| Mean | 98.613215 |
| Median Absolute Deviation (MAD) | 49 |
| Skewness | 1.8023114 |
| Sum | 4117792 |
| Variance | 8473.2738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 626 | 1.4% |
| 11 | 596 | 1.4% |
| 13 | 589 | 1.3% |
| 12 | 578 | 1.3% |
| 17 | 572 | 1.3% |
| 10 | 523 | 1.2% |
| 9 | 509 | 1.2% |
| 14 | 491 | 1.1% |
| 15 | 486 | 1.1% |
| 18 | 480 | 1.1% |
| Other values (571) | 36307 | |
| (Missing) | 2067 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 5 | < 0.1% |
| 2 | 24 | 0.1% |
| 3 | 49 | 0.1% |
| 4 | 75 | 0.2% |
| 5 | 109 | 0.2% |
| 6 | 239 | |
| 7 | 296 | |
| 8 | 382 | |
| 9 | 509 |
| Value | Count | Frequency (%) |
| 994 | 1 | |
| 980 | 1 | |
| 972 | 1 | |
| 886 | 1 | |
| 858 | 1 | |
| 852 | 1 | |
| 845 | 1 | |
| 824 | 1 | |
| 810 | 1 | |
| 805 | 1 |
DEWP
Real number (ℝ)
ZEROS 
| Distinct | 69 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8172463 |
| Minimum | -40 |
|---|---|
| Maximum | 28 |
| Zeros | 831 |
| Zeros (%) | 1.9% |
| Negative | 20006 |
| Negative (%) | 45.7% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | -40 |
|---|---|
| 5-th percentile | -21 |
| Q1 | -10 |
| median | 2 |
| Q3 | 15 |
| 95-th percentile | 22 |
| Maximum | 28 |
| Range | 68 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 14.43344 |
|---|---|
| Coefficient of variation (CV) | 7.942479 |
| Kurtosis | -1.195289 |
| Mean | 1.8172463 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.15244742 |
| Sum | 79639 |
| Variance | 208.3242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 1323 | 3.0% |
| 17 | 1294 | 3.0% |
| 19 | 1290 | 2.9% |
| 16 | 1238 | 2.8% |
| 20 | 1219 | 2.8% |
| 15 | 1162 | 2.7% |
| 21 | 1159 | 2.6% |
| 22 | 1145 | 2.6% |
| -5 | 1095 | 2.5% |
| 12 | 1076 | 2.5% |
| Other values (59) | 31823 |
| Value | Count | Frequency (%) |
| -40 | 1 | < 0.1% |
| -39 | 1 | < 0.1% |
| -38 | 2 | < 0.1% |
| -37 | 3 | < 0.1% |
| -36 | 3 | < 0.1% |
| -35 | 4 | < 0.1% |
| -34 | 6 | < 0.1% |
| -33 | 14 | |
| -32 | 17 | |
| -31 | 8 |
| Value | Count | Frequency (%) |
| 28 | 11 | < 0.1% |
| 27 | 36 | 0.1% |
| 26 | 110 | 0.3% |
| 25 | 269 | 0.6% |
| 24 | 616 | |
| 23 | 904 | |
| 22 | 1145 | |
| 21 | 1159 | |
| 20 | 1219 | |
| 19 | 1290 |
TEMP
Real number (ℝ)
ZEROS 
| Distinct | 64 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.448521 |
| Minimum | -19 |
|---|---|
| Maximum | 42 |
| Zeros | 1133 |
| Zeros (%) | 2.6% |
| Negative | 8614 |
| Negative (%) | 19.7% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | -19 |
|---|---|
| 5-th percentile | -7 |
| Q1 | 2 |
| median | 14 |
| Q3 | 23 |
| 95-th percentile | 30 |
| Maximum | 42 |
| Range | 61 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 12.198613 |
|---|---|
| Coefficient of variation (CV) | 0.97992464 |
| Kurtosis | -1.1109767 |
| Mean | 12.448521 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.16330363 |
| Sum | 545544 |
| Variance | 148.80615 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 1566 | 3.6% |
| 23 | 1538 | 3.5% |
| 22 | 1433 | 3.3% |
| 21 | 1400 | 3.2% |
| 25 | 1397 | 3.2% |
| 20 | 1364 | 3.1% |
| 26 | 1297 | 3.0% |
| 19 | 1229 | 2.8% |
| -1 | 1200 | 2.7% |
| 27 | 1181 | 2.7% |
| Other values (54) | 30219 |
| Value | Count | Frequency (%) |
| -19 | 2 | < 0.1% |
| -18 | 7 | < 0.1% |
| -17 | 12 | < 0.1% |
| -16 | 24 | 0.1% |
| -15 | 43 | 0.1% |
| -14 | 68 | 0.2% |
| -13 | 110 | 0.3% |
| -12 | 176 | |
| -11 | 261 | |
| -10 | 304 |
| Value | Count | Frequency (%) |
| 42 | 1 | < 0.1% |
| 41 | 5 | < 0.1% |
| 40 | 7 | < 0.1% |
| 39 | 4 | < 0.1% |
| 38 | 12 | < 0.1% |
| 37 | 34 | 0.1% |
| 36 | 60 | 0.1% |
| 35 | 139 | |
| 34 | 246 | |
| 33 | 324 |
PRES
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1016.4477 |
| Minimum | 991 |
|---|---|
| Maximum | 1046 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | 991 |
|---|---|
| 5-th percentile | 1001 |
| Q1 | 1008 |
| median | 1016 |
| Q3 | 1025 |
| 95-th percentile | 1033 |
| Maximum | 1046 |
| Range | 55 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 10.268698 |
|---|---|
| Coefficient of variation (CV) | 0.010102535 |
| Kurtosis | -0.84646214 |
| Mean | 1016.4477 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.098206838 |
| Sum | 44544802 |
| Variance | 105.44616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1014 | 1504 | 3.4% |
| 1006 | 1445 | 3.3% |
| 1013 | 1443 | 3.3% |
| 1012 | 1382 | 3.2% |
| 1025 | 1375 | 3.1% |
| 1015 | 1374 | 3.1% |
| 1023 | 1360 | 3.1% |
| 1007 | 1351 | 3.1% |
| 1017 | 1346 | 3.1% |
| 1018 | 1311 | 3.0% |
| Other values (50) | 29933 |
| Value | Count | Frequency (%) |
| 991 | 2 | < 0.1% |
| 992 | 4 | < 0.1% |
| 993 | 18 | < 0.1% |
| 994 | 64 | 0.1% |
| 995 | 106 | 0.2% |
| 996 | 153 | 0.3% |
| 997 | 246 | |
| 998 | 422 | |
| 999 | 407 | |
| 1000 | 597 |
| Value | Count | Frequency (%) |
| 1046 | 11 | < 0.1% |
| 1045 | 5 | < 0.1% |
| 1044 | 5 | < 0.1% |
| 1043 | 7 | < 0.1% |
| 1042 | 23 | 0.1% |
| 1041 | 74 | 0.2% |
| 1040 | 114 | |
| 1039 | 128 | |
| 1038 | 175 | |
| 1037 | 249 |
cbwd
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 342.5 KiB |
| SE | |
|---|---|
| NW | |
| cv | |
| NE |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 87648 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NW |
|---|---|
| 2nd row | NW |
| 3rd row | NW |
| 4th row | NW |
| 5th row | NW |
Common Values
| Value | Count | Frequency (%) |
| SE | 15290 | |
| NW | 14150 | |
| cv | 9387 | |
| NE | 4997 | 11.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| se | 15290 | |
| nw | 14150 | |
| cv | 9387 | |
| ne | 4997 | 11.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 20287 | |
| N | 19147 | |
| S | 15290 | |
| W | 14150 | |
| c | 9387 | |
| v | 9387 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 68874 | |
| Lowercase Letter | 18774 | 21.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 20287 | |
| N | 19147 | |
| S | 15290 | |
| W | 14150 |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 9387 | |
| v | 9387 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 87648 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 20287 | |
| N | 19147 | |
| S | 15290 | |
| W | 14150 | |
| c | 9387 | |
| v | 9387 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 87648 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 20287 | |
| N | 19147 | |
| S | 15290 | |
| W | 14150 | |
| c | 9387 | |
| v | 9387 |
Iws
Real number (ℝ)
| Distinct | 2788 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.88914 |
| Minimum | 0.45 |
|---|---|
| Maximum | 585.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | 0.45 |
|---|---|
| 5-th percentile | 0.89 |
| Q1 | 1.79 |
| median | 5.37 |
| Q3 | 21.91 |
| 95-th percentile | 113.99 |
| Maximum | 585.6 |
| Range | 585.15 |
| Interquartile range (IQR) | 20.12 |
Descriptive statistics
| Standard deviation | 50.010635 |
|---|---|
| Coefficient of variation (CV) | 2.0934465 |
| Kurtosis | 23.421309 |
| Mean | 23.88914 |
| Median Absolute Deviation (MAD) | 4.48 |
| Skewness | 4.2978927 |
| Sum | 1046917.7 |
| Variance | 2501.0636 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.89 | 6266 | 14.3% |
| 1.79 | 4807 | 11.0% |
| 3.13 | 1932 | 4.4% |
| 1.78 | 1836 | 4.2% |
| 4.92 | 1251 | 2.9% |
| 3.58 | 1197 | 2.7% |
| 4.02 | 863 | 2.0% |
| 2.68 | 712 | 1.6% |
| 2.67 | 680 | 1.6% |
| 7.15 | 542 | 1.2% |
| Other values (2778) | 23738 |
| Value | Count | Frequency (%) |
| 0.45 | 463 | 1.1% |
| 0.89 | 6266 | |
| 0.9 | 64 | 0.1% |
| 1.34 | 306 | 0.7% |
| 1.35 | 12 | < 0.1% |
| 1.78 | 1836 | 4.2% |
| 1.79 | 4807 | |
| 1.8 | 2 | < 0.1% |
| 2.23 | 176 | 0.4% |
| 2.24 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 585.6 | 1 | |
| 581.58 | 1 | |
| 577.56 | 1 | |
| 573.54 | 1 | |
| 570.41 | 1 | |
| 565.49 | 1 | |
| 559.68 | 1 | |
| 552.53 | 1 | |
| 543.59 | 1 | |
| 534.65 | 1 |
Is
Real number (ℝ)
ZEROS 
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.052733662 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 43456 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.76037474 |
|---|---|
| Coefficient of variation (CV) | 14.419153 |
| Kurtosis | 449.08245 |
| Mean | 0.052733662 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.483592 |
| Sum | 2311 |
| Variance | 0.57816974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43456 | |
| 1 | 66 | 0.2% |
| 2 | 46 | 0.1% |
| 3 | 37 | 0.1% |
| 4 | 31 | 0.1% |
| 5 | 27 | 0.1% |
| 6 | 25 | 0.1% |
| 7 | 21 | < 0.1% |
| 8 | 20 | < 0.1% |
| 9 | 15 | < 0.1% |
| Other values (18) | 80 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 43456 | |
| 1 | 66 | 0.2% |
| 2 | 46 | 0.1% |
| 3 | 37 | 0.1% |
| 4 | 31 | 0.1% |
| 5 | 27 | 0.1% |
| 6 | 25 | 0.1% |
| 7 | 21 | < 0.1% |
| 8 | 20 | < 0.1% |
| 9 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 2 | |
| 22 | 2 | |
| 21 | 2 | |
| 20 | 3 | |
| 19 | 4 | |
| 18 | 4 |
Ir
Real number (ℝ)
ZEROS 
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19491603 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 42016 |
| Zeros (%) | 95.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 342.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4158667 |
|---|---|
| Coefficient of variation (CV) | 7.263983 |
| Kurtosis | 174.42485 |
| Mean | 0.19491603 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.662153 |
| Sum | 8542 |
| Variance | 2.0046785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42016 | |
| 1 | 529 | 1.2% |
| 2 | 316 | 0.7% |
| 3 | 214 | 0.5% |
| 4 | 136 | 0.3% |
| 5 | 113 | 0.3% |
| 6 | 88 | 0.2% |
| 7 | 74 | 0.2% |
| 8 | 55 | 0.1% |
| 9 | 45 | 0.1% |
| Other values (27) | 238 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 42016 | |
| 1 | 529 | 1.2% |
| 2 | 316 | 0.7% |
| 3 | 214 | 0.5% |
| 4 | 136 | 0.3% |
| 5 | 113 | 0.3% |
| 6 | 88 | 0.2% |
| 7 | 74 | 0.2% |
| 8 | 55 | 0.1% |
| 9 | 45 | 0.1% |
| Value | Count | Frequency (%) |
| 36 | 1 | |
| 35 | 1 | |
| 34 | 1 | |
| 33 | 1 | |
| 32 | 2 | |
| 31 | 2 | |
| 30 | 2 | |
| 29 | 2 | |
| 28 | 2 | |
| 27 | 2 |
| No | year | month | day | hour | pm2.5 | DEWP | TEMP | PRES | cbwd | Iws | Is | Ir | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2010 | 1 | 1 | 0 | NaN | -21 | -11.0 | 1021.0 | NW | 1.79 | 0 | 0 |
| 1 | 2 | 2010 | 1 | 1 | 1 | NaN | -21 | -12.0 | 1020.0 | NW | 4.92 | 0 | 0 |
| 2 | 3 | 2010 | 1 | 1 | 2 | NaN | -21 | -11.0 | 1019.0 | NW | 6.71 | 0 | 0 |
| 3 | 4 | 2010 | 1 | 1 | 3 | NaN | -21 | -14.0 | 1019.0 | NW | 9.84 | 0 | 0 |
| 4 | 5 | 2010 | 1 | 1 | 4 | NaN | -20 | -12.0 | 1018.0 | NW | 12.97 | 0 | 0 |
| 5 | 6 | 2010 | 1 | 1 | 5 | NaN | -19 | -10.0 | 1017.0 | NW | 16.10 | 0 | 0 |
| 6 | 7 | 2010 | 1 | 1 | 6 | NaN | -19 | -9.0 | 1017.0 | NW | 19.23 | 0 | 0 |
| 7 | 8 | 2010 | 1 | 1 | 7 | NaN | -19 | -9.0 | 1017.0 | NW | 21.02 | 0 | 0 |
| 8 | 9 | 2010 | 1 | 1 | 8 | NaN | -19 | -9.0 | 1017.0 | NW | 24.15 | 0 | 0 |
| 9 | 10 | 2010 | 1 | 1 | 9 | NaN | -20 | -8.0 | 1017.0 | NW | 27.28 | 0 | 0 |
| No | year | month | day | hour | pm2.5 | DEWP | TEMP | PRES | cbwd | Iws | Is | Ir | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43814 | 43815 | 2014 | 12 | 31 | 14 | 9.0 | -27 | 1.0 | 1032.0 | NW | 196.21 | 0 | 0 |
| 43815 | 43816 | 2014 | 12 | 31 | 15 | 11.0 | -26 | 1.0 | 1032.0 | NW | 205.15 | 0 | 0 |
| 43816 | 43817 | 2014 | 12 | 31 | 16 | 8.0 | -23 | 0.0 | 1032.0 | NW | 214.09 | 0 | 0 |
| 43817 | 43818 | 2014 | 12 | 31 | 17 | 9.0 | -22 | -1.0 | 1033.0 | NW | 221.24 | 0 | 0 |
| 43818 | 43819 | 2014 | 12 | 31 | 18 | 10.0 | -22 | -2.0 | 1033.0 | NW | 226.16 | 0 | 0 |
| 43819 | 43820 | 2014 | 12 | 31 | 19 | 8.0 | -23 | -2.0 | 1034.0 | NW | 231.97 | 0 | 0 |
| 43820 | 43821 | 2014 | 12 | 31 | 20 | 10.0 | -22 | -3.0 | 1034.0 | NW | 237.78 | 0 | 0 |
| 43821 | 43822 | 2014 | 12 | 31 | 21 | 10.0 | -22 | -3.0 | 1034.0 | NW | 242.70 | 0 | 0 |
| 43822 | 43823 | 2014 | 12 | 31 | 22 | 8.0 | -22 | -4.0 | 1034.0 | NW | 246.72 | 0 | 0 |
| 43823 | 43824 | 2014 | 12 | 31 | 23 | 12.0 | -21 | -3.0 | 1034.0 | NW | 249.85 | 0 | 0 |